I build Agentic AI solutions for a living and love to explore the intersection of AI, Music and Design.
I'm a Senior Manager at American Express, leading a team of 3 researchers in the Generative AI Research team. My work focuses on building agentic AI solutions, improving AI adoption across global locations through workshops and building solutions supporting AI adoption at scale.
Beyond work, I'm passionate about exploring the intersection of AI, music and design. I enjoy building fun side projects, writing about AI and data science, and playing drums.
I lead the GenAI adoption effort within the Credit & Fraud Risk (CFR) business unit at American Express, delivering training sessions, workshops, and building solutions to drive enterprise-wide adoption of GenAI across global locations in the US, India, and Singapore.
Over 7+ years in data science, I've delivered 26 end-to-end ML solutions spanning a wide spectrum of techniques including XGBoost, kNN, time-series modeling.
I've coached 9 analysts and led teams of up to 7 across global stakeholders in the US, India, and Singapore while onboarding 10+ new colleagues and peers over the years
A year-by-year look at the milestones along the way.
Joined Indus Towers as a Management Trainee in Corporate Energy. Analysed billing data across 100K+ telecom sites, uncovering ₹84M in revenue opportunities and presenting findings directly to the CEO.
Promoted to Assistant Manager at Indus Towers, piloting a Power BI dashboard for energy consumption monitoring. Joined American Express in December as a Data Science Analyst.
Single‑handedly delivered 7 of 14 kNN and XGBoost models estimating size‑of‑wallet for 2.8M US small businesses — an early, defining win.
Presented auto‑retraining model research at a conference in Hyderabad and deployed an AutoML pipeline into production. When COVID hit, built and shipped an XGBoost model in 5 weeks to power the Financial Relief Program.
Built a variable‑selection pipeline and an end‑to‑end modeling pipeline — laying the technical foundation the team would build on for years.
Promoted to Manager, Commercial Decision Science. Led spend and ADB modeling for the Kabbage Business Checking Account and Kabbage Line of Credit products.
Led a team of 7 analysts delivering 8 modeling solutions, while overseeing RNN research to improve spend estimates.
Built an S‑learner framework for predicting spend and ADB, fundamentally revamping a decade‑old framework — recognised among the top 1% across the business unit. Promoted to Senior Manager in November.
Transitioned into the Gen AI Research team at AI Labs and deployed Finsights — a Gen AI risk‑signal system — into production.
Ran enterprise ChatGPT workshops training colleagues at scale, while researching Agentic AI frameworks and building the next generation of solutions.
What keeps me curious, creative, and sane.
Whether it's an ML collaboration, a data challenge, or just a good conversation — my inbox is open.